LLM engineer's handbook : master the art of engineering large language models from concept to production / Paul Iusztin and Maxime Labonne.

By:

Iusztin, Paul [author.]

Contributor(s):

Labonne, Maxime [joint author.]

Language: English Publication details: Birmingham, England : Packt Publishing Limited, 2024.Description: 522 pages : illustrations ; 24 cmISBN:

9781836200062 (paperback)

Subject(s):

DDC classification:

006.3 IUS/L

Contents:

Understanding the LLM Twin concept and architecture -- Tooling and installation -- Data engineering -- RAG feature pipeline -- Supervised fine-tuning -- Fine-tuning with preference alignment -- Evaluating LLMs -- Inference optimization -- RAG inference pipeline -- Inference pipeline deployment -- MLOps and LLMOps -- MLOps principles.

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Holdings
Cover image	Item type	Current library	Home library	Collection	Shelving location	Call number	Materials specified	Vol info	URL	Copy number	Status	Notes	Date due	Barcode	Item holds	Item hold queue priority	Course reserves
	Technical Reference Book	Central Library, IIT Bhubaneswar Technical Reference Book Section	Central Library, IIT Bhubaneswar Technical Reference Book Section	SECS		006.3 IUS/L (Browse shelf(Opens below))					Available			11544

Total holds: 0

Includes bibliographical references and index.

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